03/2017-09/2020: PhD student in the Statistics and Data Analysis Group
10/2014-02/2017: Studies of Statistical Science (M.Sc.), Bielefeld University
10/2011-09/2014: Studies of Economics (B.Sc.), Bielefeld University
Publications in peer-reviewed journals
Winkelmann, D., Deutscher, C., Ötting, M. (in press)
"Bookmakers' mispricing of the disappeared home advantage in the German Bundesliga after the COVID-19 break"
Applied Economics, ---
Ötting, M., Langrock, R., Deutscher, C., Leos-Barajas, V. (2020) "The hot hand in professional darts"
Journal of the Royal Statistical Society: Series A (Statistics in Society), 183(2), 565-580
"Modelling self-reported criminal behaviour using hidden Markov models”, Sociology Seminar Series, Bielefeld, May 2020
"Does the hot hand exist? An analysis of professional darts using state-space models”, Online Seminar of the RSS WMLG, April 2020 (video available at https://www.youtube.com/watch?v=Na9WThVh1m0)
"A regularized hidden Markov model for analyzing the 'hot shoe' in football", 12th CMStatistics, London, UK, December 2019
"A regularized hidden Markov model for analyzing the 'hot shoe' in football", Workshop of the Centre for Statistics, Bielefeld, November 2019
"A copula-based multivariate hidden Markov model for modelling momentum in football", 34th International Workshop on Statistical Modelling, Guimarães, Portugal, July 2019
"Modelling momentum in football", MathSport International, Athens, July 2019
"Performance when stakes are high: do professional darts players keep their cool?", Workshop of the Centre for Statistics, Bielefeld, May 2019
"A copula-based multivariate hidden Markov model for modelling momentum in football", DAGStat, Munich, March 2019
"An analysis of a hot hand effect in professional darts using state-space models", 11th CMStatistics, Pisa, Italy, December 2018
"Modeling Momentum in Soccer", Workshop of the Centre for Statistics, Bielefeld, December 2018
"The Hot Hand in Professional Darts", 33rd International Workshop on Statistical Modelling, Bristol, UK, July 2018
"The Hot Hand in Professional Darts", Workshop of the Centre for Statistics, Bielefeld, June 2018
"Evaluating fraud detection systems in sports betting using bivariate distributional regression", Workshop of the Centre for Statistics, Bielefeld, October 2017
"Match-Fixing in the Italian Serie B - An Empirical Approach Using Flexible Regression", 9th ESEA European Conference on Sport Economics, Paderborn, August 2017
"Match-Fixing in the Italian Serie B – An Empirical Approach Using Flexible Regression", Workshop of the Centre for Statistics, Bielefeld, May 2017
"Detecting match-fixing in football - an analysis of the Bundesliga and 3. Liga in Germany", Statistics Seminar Series, Bielefeld, January 2017
Teaching
Lecture series "Big data is watching you! Vom selbstbestimmten Umgang mit Daten in der modernen Welt" (winter term 2019/20)
Organizator and instructor for R courses (2017-2020)
Statistical Consulting (2018-2020)
Practicals for the lecture course "Grundlagen der Statistik" (2017-2019)
Tutorials for the lecture courses "Angewandte Statistik", "Statistik I", "Statistik II" and "Einführung in die Ökonometrie" (2013 - 2017)